Aspen Group Stock Forecast - Naive Prediction

APZ Stock   2.60  0.08  3.17%   
The Naive Prediction forecasted value of Aspen Group Unit on the next trading day is expected to be 2.62 with a mean absolute deviation of 0.04 and the sum of the absolute errors of 2.18. Aspen Stock Forecast is based on your current time horizon.
  
At this time, Aspen Group's Total Liabilities is comparatively stable compared to the past year. Total Current Assets is likely to gain to about 46.1 M in 2024, whereas Property Plant And Equipment Net is likely to drop slightly above 22.9 M in 2024.
A naive forecasting model for Aspen Group is a special case of the moving average forecasting where the number of periods used for smoothing is one. Therefore, the forecast of Aspen Group Unit value for a given trading day is simply the observed value for the previous period. Due to the simplistic nature of the naive forecasting model, it can only be used to forecast up to one period.

Aspen Group Naive Prediction Price Forecast For the 30th of November

Given 90 days horizon, the Naive Prediction forecasted value of Aspen Group Unit on the next trading day is expected to be 2.62 with a mean absolute deviation of 0.04, mean absolute percentage error of 0, and the sum of the absolute errors of 2.18.
Please note that although there have been many attempts to predict Aspen Stock prices using its time series forecasting, we generally do not recommend using it to place bets in the real market. The most commonly used models for forecasting predictions are the autoregressive models, which specify that Aspen Group's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Aspen Group Stock Forecast Pattern

Backtest Aspen GroupAspen Group Price PredictionBuy or Sell Advice 

Aspen Group Forecasted Value

In the context of forecasting Aspen Group's Stock value on the next trading day, we examine the predictive performance of the model to find good statistically significant boundaries of downside and upside scenarios. Aspen Group's downside and upside margins for the forecasting period are 0.27 and 4.97, respectively. We have considered Aspen Group's daily market price to evaluate the above model's predictive performance. Remember, however, there is no scientific proof or empirical evidence that traditional linear or nonlinear forecasting models outperform artificial intelligence and frequency domain models to provide accurate forecasts consistently.
Market Value
2.60
2.62
Expected Value
4.97
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the Naive Prediction forecasting method's relative quality and the estimations of the prediction error of Aspen Group stock data series using in forecasting. Note that when a statistical model is used to represent Aspen Group stock, the representation will rarely be exact; so some information will be lost using the model to explain the process. AIC estimates the relative amount of information lost by a given model: the less information a model loses, the higher its quality.
AICAkaike Information Criteria111.9425
BiasArithmetic mean of the errors None
MADMean absolute deviation0.0357
MAPEMean absolute percentage error0.0159
SAESum of the absolute errors2.1803
This model is not at all useful as a medium-long range forecasting tool of Aspen Group Unit. This model is simplistic and is included partly for completeness and partly because of its simplicity. It is unlikely that you'll want to use this model directly to predict Aspen Group. Instead, consider using either the moving average model or the more general weighted moving average model with a higher (i.e., greater than 1) number of periods, and possibly a different set of weights.

Predictive Modules for Aspen Group

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Aspen Group Unit. Regardless of method or technology, however, to accurately forecast the stock market is more a matter of luck rather than a particular technique. Nevertheless, trying to predict the stock market accurately is still an essential part of the overall investment decision process. Using different forecasting techniques and comparing the results might improve your chances of accuracy even though unexpected events may often change the market sentiment and impact your forecasting results.
Hype
Prediction
LowEstimatedHigh
0.252.604.95
Details
Intrinsic
Valuation
LowRealHigh
0.102.084.43
Details
Earnings
Estimates (0)
LowProjected EPSHigh
0.030.030.03
Details

Other Forecasting Options for Aspen Group

For every potential investor in Aspen, whether a beginner or expert, Aspen Group's price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. Aspen Stock price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in Aspen. Basic forecasting techniques help filter out the noise by identifying Aspen Group's price trends.

Aspen Group Related Equities

One of the popular trading techniques among algorithmic traders is to use market-neutral strategies where every trade hedges away some risk. Because there are two separate transactions required, even if one position performs unexpectedly, the other equity can make up some of the losses. Below are some of the equities that can be combined with Aspen Group stock to make a market-neutral strategy. Peer analysis of Aspen Group could also be used in its relative valuation, which is a method of valuing Aspen Group by comparing valuation metrics with similar companies.
 Risk & Return  Correlation

Aspen Group Unit Technical and Predictive Analytics

The stock market is financially volatile. Despite the volatility, there exist limitless possibilities of gaining profits and building passive income portfolios. With the complexity of Aspen Group's price movements, a comprehensive understanding of forecasting methods that an investor can rely on to make the right move is invaluable. These methods predict trends that assist an investor in predicting the movement of Aspen Group's current price.

Aspen Group Market Strength Events

Market strength indicators help investors to evaluate how Aspen Group stock reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading Aspen Group shares will generate the highest return on investment. By undertsting and applying Aspen Group stock market strength indicators, traders can identify Aspen Group Unit entry and exit signals to maximize returns.

Aspen Group Risk Indicators

The analysis of Aspen Group's basic risk indicators is one of the essential steps in accurately forecasting its future price. The process involves identifying the amount of risk involved in Aspen Group's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting aspen stock prices, we also provide a set of basic risk indicators that can assist in the individual investment decision or help in hedging the risk of your existing portfolios.
Please note, the risk measures we provide can be used independently or collectively to perform a risk assessment. When comparing two potential investments, we recommend comparing similar equities with homogenous growth potential and valuation from related markets to determine which investment holds the most risk.

Thematic Opportunities

Explore Investment Opportunities

Build portfolios using Macroaxis predefined set of investing ideas. Many of Macroaxis investing ideas can easily outperform a given market. Ideas can also be optimized per your risk profile before portfolio origination is invoked. Macroaxis thematic optimization helps investors identify companies most likely to benefit from changes or shifts in various micro-economic or local macro-level trends. Originating optimal thematic portfolios involves aligning investors' personal views, ideas, and beliefs with their actual investments.
Explore Investing Ideas  

Additional Tools for Aspen Stock Analysis

When running Aspen Group's price analysis, check to measure Aspen Group's market volatility, profitability, liquidity, solvency, efficiency, growth potential, financial leverage, and other vital indicators. We have many different tools that can be utilized to determine how healthy Aspen Group is operating at the current time. Most of Aspen Group's value examination focuses on studying past and present price action to predict the probability of Aspen Group's future price movements. You can analyze the entity against its peers and the financial market as a whole to determine factors that move Aspen Group's price. Additionally, you may evaluate how the addition of Aspen Group to your portfolios can decrease your overall portfolio volatility.